Citywide Emissions

Spatial Distribution

District Analysis

District Selector

Filter Districts

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Daily Emission Patterns

District Map

Interactive map

Summary Stats

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Row 1

Total of traffic emissions [ktCO2/month]

76.58

Total of carbon [ktC/month]

2259.68

Row 2

Top CO2 Amenity sites

Top CO2 Leisure sites

Top CO2 Natural sites

Top CO2 Shop sites

Row 3

Street-Level Analysis

Emission Hotspots

Row 1

Top 20 Emitter Streets in tCO2

Street Finder

Interactive Street Emissions Explorer

Temporal Behaviour

Row

Row

About

Row

about txt

Citation

Anjos M and Meier F (2025) Zooming into Berlin: tracking street-scale CO2 emissions based on high-resolution traffic modeling using machine learning. Front. Environ. Sci. 12:1461656. doi: 10.3389/fenvs.2024.1461656

Data Source

People

Developed by Dr. Max Anjos and Dr. Fred Meier, Chair of Climatology, TU Berlin.

Funding

  • CAPES – Finance Code 001
  • Alexander Von Humboldt Foundation

Inspiration

Inspired by community dashboards and built using R + Flexdashboard.


Thank you for exploring the ZoomCityCarbonModel!